{"id":"W2903423101","doi":"10.7577/formakademisk.2608","title":"Systemic design agendas in education and design research","year":2018,"lang":"en","type":"article","venue":"FormAkademisk - forskningstidsskrift for design og designdidaktikk","topic":"Design Education and Practice","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sociotechnical system; Transdisciplinarity; Engineering ethics; Sociology; Management science; Computer science; Engineering; Knowledge management; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1901638,0.002059174,0.003179423,0.01129757,0.01472944,0.03948827,0.004062846,0.0127126,0.01161604],"category_scores_gemma":[0.0968575,0.002315041,0.001736106,0.008619405,0.1431056,0.03411462,0.02416389,0.01593788,0.001612402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02470351,"about_ca_system_score_gemma":0.02999561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338759,"about_ca_topic_score_gemma":0.002759296,"domain_scores_codex":[0.7729991,0.1988845,0.006408084,0.009167102,0.009477451,0.003063613],"domain_scores_gemma":[0.7599821,0.2022423,0.006053474,0.01808599,0.008950849,0.004685213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009279559,0.00002142586,0.0001698388,0.0002951194,0.00001282289,0.00004399979,0.01165983,0.0002721154,0.00005147959,0.9798708,0.00167756,0.005915773],"study_design_scores_gemma":[0.00003036748,0.00002884369,0.0001261386,0.0008433301,0.00000890098,0.00006958542,0.009174582,0.0004772869,0.0001279853,0.9260647,0.06303091,0.00001752046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0156252,0.06009743,0.3134955,0.3783399,0.005593985,0.0007235069,0.000189112,0.0004314137,0.225504],"genre_scores_gemma":[0.7269046,0.02864122,0.1883675,0.02376746,0.003289151,0.004004317,0.0003047711,0.0005585065,0.02416253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1901638,"threshold_uncertainty_score":0.9986722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055072204234678,"score_gpt":0.361510889192283,"score_spread":0.2560036687688153,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}